Triple
T18044319
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles R. Walgreen Distinguished Service Professor of American Institutions |
E431732
|
entity |
| Predicate | notableHolder |
P1918
|
FINISHED |
| Object | James J. Heckman |
—
|
NE NERFINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: James J. Heckman | Statement: [Charles R. Walgreen Distinguished Service Professor of American Institutions, notableHolder, James J. Heckman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James J. Heckman Context triple: [Charles R. Walgreen Distinguished Service Professor of American Institutions, notableHolder, James J. Heckman]
-
A.
James Heckman
chosen
James Heckman is a Nobel Prize–winning American economist renowned for his work on econometrics and the economics of human development, particularly the importance of early childhood education and skill formation.
-
B.
Eric Hanushek
Eric Hanushek is an American economist and education researcher known for his influential work on the economics of education, particularly the impact of teacher quality and school resources on student achievement.
-
C.
William O. Wooldridge
William O. Wooldridge was a United States Army noncommissioned officer who became the first Sergeant Major of the Army, serving as the senior enlisted advisor to the Army’s leadership.
-
D.
Jacob Mincer
Jacob Mincer was a pioneering labor economist best known for founding modern empirical research on human capital and the economics of education and earnings.
-
E.
Dale T. Mortensen
Dale T. Mortensen was an American economist and Nobel laureate renowned for his pioneering work on search and matching theory in labor economics.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8b906482481908183315b9ecf9994 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4bff13f488190993445769551c9c2 |
completed | April 19, 2026, 11:43 a.m. |
Created at: April 10, 2026, 10:25 a.m.